{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础柱状图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.2\n",
      "1.2.0\n",
      "1.19.2\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']  #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.0.2\n",
    "- pandas == 0.23.4\n",
    "- numpy == 1.15.4\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 基础柱状图——正负柱状图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n",
    "y1 = np.array([58, 120, 86, 20, 139, 57, 139])\n",
    "y2 = np.array([30,88,100,60,40,70,30])\n",
    "plt.figure(figsize=(10,7))#设置画布的尺寸\n",
    "\n",
    "plt.bar(x = x,height = y1, label='系列1',alpha = 0.7,edgecolor = 'black')\n",
    "plt.bar(x = x,height = -y2, label='系列2',alpha = 0.7,edgecolor = 'black')\n",
    "\n",
    "plt.title('基础柱状图——正负柱状图',fontsize=20) #设置标题\n",
    "plt.xlabel('我是X轴',fontsize=14) #设置x轴\n",
    "plt.ylabel('我是Y轴',fontsize=14) #设置y轴\n",
    "\n",
    "plt.legend(loc=2,fontsize=13)  # 设置图例位置\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 基础柱状图——正负柱状图——水平"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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OHMnq1auZNm0ap59+OgD33nsvp59+Oo899lgjP54kSdpMfTq0ffLEk1m46Lle309b6xiun3l1z5Zta+Omm25i+PDhDBgwgKOOOorx48czY8YMXn/9dV588UVqn6/65JNPAnDEEUdw1lln8alPfWrdvGnTpnHAAQewzz77MHz48PXWe+CBBzjjjDN89JckSRXQp0PbwkXPse8pF/f6fuZeef4mLb/rrruyZMkSTjvtNE4++WS+8IUv8MwzzzB58mRGjBjB7NmzGTx48HrrrFixggceeIDXXnuN22+/nX79+nHkkUeyfPly2tvbiQj69Xv7EsZJkyZx1113sdNOO22RzyhJknpXnw5tzepXv/oV++67LyNHjuTVV1/lmmuuYcmSJVx44YWcdNJJXa5z4403stNOO/HEE08wZ84cZs2axbPPPkv//v3XC2sdbrnlFu666y6mTJnSy59GkiRtCX3i7tGqGT9+PI8++igPPfQQo0aNYtttt+Xuu+9m3333ZfLkySxfvny95dvb27ngggu46KKL+MY3vsFnPvMZ9tlnnwZVL0mSeoOhrQktXbqUO++8kw9/+MNMmjSJ2267jTFjxtDW1kZEcPTRR68X3M466yyGDx/O/fffzw033MDdd9/NBz7wgQZ+AkmStKXZPdqEDj/8cBYvXsx73vMerrjiCr7+9a8zdOhQWltbGTp0KCtWrOC4447jjjvuoF+/fhx11FGce+65vPrqq3zyk59k9erV3HrrrUDxZAM1t1NPPJ6lixY0uoyGeGrxMlp22bvRZUjSejblBsJ6MrQ1oYcffpiXXnqJtrY2AKZMmcIxxxzDCSecwOOPP87YsWN55JFH1l2r9ulPf3rduqeeeir33Xcf+++/PwBvvPEG7e3t9f8Q6rGlixZw0+l7NrqMhtjri/OYWIebgSRpU2zqDYT1YvdoE/rlL3/JhAkTeOihh9abPn/+fI466ii++93vMnHixHesd/PNN3P55Zfz3e9+d920a665hqlTp/Z6zZIkqXcZ2prM9ddfz5QpU7j11lvXtZatWrWKiGCPPfZgzpw5XHXVVZx66qnr1pk/fz6f//znOe2005g1axZ77rl+q828efO47bbb6N+/f10/iyRJ2nL6dPdoW+uYujSBtrWO6fGyzz//PLfccgt77bUXy5Yt47DDDmPhwoV85StfAWDnnXfmrrvuYu7cuevWGTZsGDvssANz585l1KhR79jmCy+8wE033cS0adPWm37EEUfw9NNPb96HkiRJddWnQ1szXmR45plnrns9atQoLr/8ct773veu9zSDYcOGcdhhh617P3LkSKZPn97tNg855BB+/vOf907BkiSpLvp0aKuCD37wg40uQZIkNQGvaZMkSaoAQ5skSVIFGNokSZIqwNAmSZJUAd6IUAFr167l2Wef5cknn+TBBx9kyZIlTJ8+nYhodGmSJKlODG1NZuHChXziE59g1apVrFy5kuXLlzNo0CDGjx/PrrvuSmtrK7vvvjvPPfccO++8MwDjxo2jpaWFRYsWMXjwYEaOHMnq1auZNm0ap59+OgD33nsvp59+Oo899lgjP54kSdpMhrYm09bWxk033cTw4cMZMGAARx11FOPHj2fGjBm8/vrrvPjii4wdO3a9dZ588kmgGCz3rLPO4lOf+tS6edOmTeOAAw5gn332WW+st5/85CecffbZvPTSS3z0ox/lsssuY+DAgXX5jJIkadP16dB26onHs3TRgl7fz+jW3Zgx84YeL7/rrruyZMkSTjvtNE4++WS+8IUv8MwzzzB58mRGjBjB7NmzGTx48HrrrFixggceeIDXXnuN22+/nX79+nHkkUeyfPly2tvbiYh1D5h/6623OOmkk7jqqqs49NBD2W+//bjyyivXtcpJkqTm06dD29JFC7jp9D03vuC7dNyl8zZp+V/96lfsu+++jBw5kldffZVrrrmGJUuWcOGFF3LSSSd1uc6NN97ITjvtxBNPPMGcOXOYNWsWzz77LP37918X1jr89re/ZfXq1UyaNAmAAw88kEceeWTzPpwkSaoL7x5tQuPHj+fRRx/loYceYtSoUWy77bbcfffd7LvvvkyePJnly5evt3x7ezsXXHABF110Ed/4xjf4zGc+wz777NPt9vfZZ59117atXbuWRx55hHHjxvXqZ5IkSe9OXVraIuJs4Axgcc2swcCyzJxcLjcT2AN4q9My7wN2ycw361FrM1i6dCl33nkn3/rWtzj33HOZOnUqa9asYejQoUQERx99NLfddhtDhw4F4KyzzmL48OHcf//9tLS08Nhjj/GBD3yg2+0PHDiQMWOKh9h/9atfZe3atUydOrUun02SJG2eenWPrgSmZ+YVEXEIMCIzb46IscA3Oy23GjghM5/umBARtwOr6lRnUzj88MNZvHgx73nPe7jiiiv4+te/ztChQ2ltbWXo0KGsWLGC4447jjvuuIN+/fpx1FFHce655/Lqq6/yyU9+ktWrV3PrrbcCkJnd7uf888/nhz/8IXfccQfbbbddvT6eJEnaDPUKbWuBjIgZwEHA4IiYAnypnNdhTTfrdzd9q/Twww/z0ksv0dbWBsCUKVM45phjOOGEE3j88ccZO3YsjzzyyLpr1T796U+vW/fUU0/lvvvuY//99wfgjTfeoL29/R37+Lu/+ztmzZrFz372s3WtbpIkqXnVK7T1K/f1HeDXwC7ANcAONcsl8G8RsV73aG6guSgipgJTgXUhp+p++ctfcvzxx3PrrbeuC18A8+fP56ijjuK8887j3HPPfcd6N998M5dffjn33nvvumnXXHMNAHPmzFk37bnnnmP69Oncd999BjZJkiqiXjci7FjuayLwCvAYcDAwqma5tRTdo0d0/AAPbmjDmXlZZk7IzAk77rjjlq+8zq6//nqmTJmyXmBbtWoVEcEee+zBnDlzuOqqqzj11FPXrTN//nw+//nPc9pppzFr1iz23HP9O2LnzZvHbbfdRv/+/QG47rrrWLZsGfvvvz+jRo1i1KhRHHPMMfX7kJIkaZPVq6WtDbgHuARop2hRawFOrFmuy+cyRURsqLVta/L8889zyy23sNdee7Fs2TIOO+wwFi5cyFe+8hUAdt55Z+666y7mzp27bp1hw4axww47MHfuXEaNqs3B8MILL3DTTTcxbdo0oLhx4ayzzqrPB5IkSVtEvULbOIpu0dXAseXvu7pYrruHafajF65rG9262yaPoba5++mpM888c93rUaNGcfnll/Pe9753vacZDBs2jMMOO2zd+5EjRzJ9+vRut3nIIYfw85//fBOrliRJzaTXQ1tEDAFGZ+ayiHgEmF3Oeribet5xTVs5fYuHtk15SkGjfPCDH2x0CZIkqQnUo6VtEnAtQGae0zExIvoDNwDza+qpHfLjI/Sxu0clSZJq9Xpoy8zrIuIdTyLPzDURcR6dQltm1l7jRmb+pJdLlCRJanp1uaYtM985UFgx/Yl67F+SJKnq+syzR9euXbvxhfQO/rlJktQc+kRoGzJkCIsWLaK9vX2Dj3XS2zKT9vZ2Fi1axJAhQxpdjiRJfV69hvxoqF133ZVly5axYMECVq9e3ehyKmPAgAEMGzasy7HfJElSffWJ0NavXz9Gjx7N6NGjG12KJEnSZukT3aOSJElVZ2iTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkV0CeeiCA1s9Gtu3HcpfMaXUZDDBoynLlXnt/oMiRpPW2tYxpdQpcMbVKDzZh5Q6NLkCRVgN2jkiRJFWBokyRJqgBDmyRJUgUY2iRJkirA0CZJklQBhjZJkqQKMLRJkiRVgKFNkiSpAhxcV5vk1BOPZ+miBY0uQ1uJpxYvo2WXvRtdhnpRW+sYrp95daPLkLYKhjZtkqWLFnDT6Xs2ugxtJfb64jwmnnJxo8tQL/IxZdKWY/eoJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVMKAeO4mIs4EzgMU1swYDyzJzcs3y5wLfzsz2etQnSZLU7OoS2oCVwPTMvCIiDgFGZObNETEW+GYXy08ElgOX16k+SZKkplav0LYWyIiYARwEDI6IKcCXgLURsQ2wTWauKJc/D1jVsXJEDADIzNV1qleSJKmp1Cu09Sv39R3g18AuwDXADuX8g4C/ioj1QllEdF7/z4A5tRuOiKnAVIC2trZeKF2SJKnx6hXadgRepuj2fKX8ORiYB5CZ/wkcChARE4H7MzMj4sDMfGBDG87My4DLACZMmJC99gkkSZIaqF6hrQ24B7gEaAcSaAFO7LxQROwD/BjYLyJeB66LiM9l5l11qlOSJKkp1WvIj3EU3aKrgWOBoymuc1unvG7tcuCczHw2M18FTgaujogd61SnJElSU+r10BYRQ4DRmbkMeASYDdwKPFyz6D8AT2fmDzomZOY9wEzK7k9JkqS+qh7do5OAawEy85yOiRHRH7gBmB8RuwLbAad3sf4FwBkR0T8z1/R+uZIkSc2n10NbZl4XEQO7mL4mIs4D5pdDefxxN+u/CfxtL5cpSZLU1OpyI0J3TzbIzCfqsX9JkqSq89mjkiRJFWBokyRJqgBDmyRJUgUY2iRJkirA0CZJklQBhjZJkqQKMLRJkiRVgKFNkiSpAgxtkiRJFWBokyRJqgBDmyRJUgUY2iRJkirA0CZJklQBAxpdgKpldOtuHHfpvEaXoa3EoCHDmXvl+Y0uQ72orXVMo0uQthqGNm2SGTNvaHQJkiT1SXaPSpIkVYChTZIkqQIMbZIkSRVgaJMkSaoAQ5skSVIFGNokSZIqwNAmSZJUAYY2SZKkCnBwXWkTnHri8SxdtKDRZWw1nlq8jJZd9m50GZK0nrbWMVw/8+pGl/EOhjZpEyxdtICbTt+z0WVsNfb64jwmnnJxo8uQpPU06+P17B6VJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFXAgHrsJCLOBs4AFtfMGgwsy8zJEbFNZq7qZv1u50mSJPUFdQltwEpgemZeERGHACMy8+aIGAt8s1zmgoj4YPn6QGAOkOX7/wbOrlOtkiRJTadeoW0tkBExAzgIGBwRU4AvlfPIzP+/Y+GI+FVmfqhOtUmSJDW9eoW2fuW+vgP8GtgFuAbYoWOBiBgPXEbRuvaeiLirnHVPZn69TnVKkiQ1pXrdiLBjua+JwCvAY8DBwKhOy/wG+BDwVeAHmXkE8BWgbUMbjoipETEnIua88MILvVC6JElS49Wrpa0NuAe4BGinaE1rAU7sWCAzEyAi9gAWlJMHA29uaMOZeRlFCx0TJkzIDS0rSZJUVfVqaRtH0S26GjgWOJryWrYu7M7boa2F4iYGSZKkPq3XW9oiYggwOjOXRcQjwOxy1sOdljmMohXuLWAs8HJEnAqMALaLiPcDf5mZP+nteiVJkppRPbpHJwHXAmTmOR0TI6I/cAMwH/hZZh5ah1okSZIqqddDW2ZeFxEDu5i+JiLOA+Z3XM8mSZKkrtXlRoTMbO9m+hP12L8kSVLV+exRSZKkCjC0SZIkVYChTZIkqQIMbZIkSRVgaJMkSaoAQ5skSVIFGNokSZIqwNAmSZJUAYY2SZKkCjC0SZIkVYChTZIkqQIMbZIkSRVgaJMkSaqAAY0uQKqS0a27cdyl8xpdxlZj0JDhzL3y/EaXIUnraWsd0+gSumRokzbBjJk3NLoESVIfZfeoJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkV0OPQFhEbXHZj8yVJkrT5NmVw3dURsRZYDWT5ExTBrz+wGGjb4hVKkiRpk0LbIuBQiqB2b/maTu8P2bKlqa849cTjWbpoQaPLUAM8tXgZLbvs3egyeqStdQzXz7y60WVI6sM2GNoi4veAVRStagADKUJa7etVmbmoVyrUVm/pogWUImtrAAAWFUlEQVTcdPqejS5DDbDXF+cx8ZSLG11Gj/iMVEmNtrGWtgeBt4C1wPbA/eX0zq8BXt7ypUmSJKnDBkNbZg7qeB0RT2Xm7uXr+Zm5R6d583uvREmSJG3KNW3DI+JrFF2iIyLi653mjYiIr2XmRVu2PEmSJEEPQ1tEBDAL2A1YA1wL7AwMorjm7QbAi5IkSZJ6yUZDW0QMA57PzMHl++OAnTLz8oh4EXh/Zi7s5TolSZL6tI3dPboD8CawJiLeB/wxMB4YFhF7U9yg8JcR8TwwMDP/Z28XLEmS1Bd1+xSDiNgWWADM5O27R1dQ3E26CngDeBbYqZy+oreLlSRJ6qu6bWnLzBURsR/wIeBjwL8APwZ+BgzPzAsjoj8wOjO/3t12JEmS9O5t8Hmhmfkk8K8UNx+Mpxi37XxgVLnIU8ABvVmgJEmSenb36Erg45m5CrgqIm4BXijn3Qr8V28VJ0mSpMIGW9pKpwN3d7zJzKWZmeXrJZn5m94qTpIkSYWehLYzgQUR8eWI2L63C5IkSdI7bTS0ZebvUwz18SGK8PaNiBgbETt0/un1SiVJkvqwHj0RITN/AvwkIiYBPwTO6zQ7gAT6b/nyJEmSBD1/jNVE4M+AScDVwHeBV3u6k4g4GzgDWFwzazCwLDMn93RbkiRJfVFPHmN1H7A3RVDbMzOXbsZ+VgLTM/OKiDgEGJGZN0fEWOCb5X6eAJYCI4FtgG2BJRRPZBiamfttxn4lSZK2Cj1pabse+G5mLn8X+1kLZETMAA4CBkfEFOBL5TyAVzLz0Ij4I2AosD/wrcx8PCLufxf7liRJqryNhrbMnF47LSIGZ+Zbnd5vD/TLzFe62Uy/cl/fAX4N7AJcA3S+gaEjvI2keDwWXcyTJEnqk3oy5Md6ImIgMLdm8o4UXZnd2bHc10TgFeAx4GDefrJCZx8HflG+3ujNDRExNSLmRMScF154YWOLS5IkVdImhbaIiMxsB9rL95eXs5ay4Va7NuC/gc8AJ5a/TwKeqNn+qcDC8rq5x4DrI+KsDdWUmZdl5oTMnLDjjjtuyseRJEmqjA2GtohYGxFvRcSKiFgJ/Lac1dFdeXj5+w023IU5jqJbdDVwLHB0N8vfDEwDyMxvZ+b4zPxWjz6JJEnSVmxj17Q9QRGwbit/z66Zv7L8HRR3eb5DRAwBRmfmsoh4pNM2Hq5ZdHvg38t1NrVOSZKkrdrGwlB7Zi6IiI7fWTN/dfl7e2BZN9uYBFwLkJnndEyMiP7ADcD8ctJPMvPcrjYQEd/eSJ2SJElbtc1twXpPRHwfaCt/bwc82dWCmXldefNC7fQ1EXEeZWjrLrCV887czDolSZK2Cpsb2t4A7i5/AD4H3NjdwuXNC11Nf6Kr6ZIkSVrf5oa2lzNzBkBEbAd8FfiXLVWUJEmS1rex0DYkIg7v9HvduGkR0UYx/tqZwDcy8+XeK1OSJKlv29g4bf2B71GMy3Y58GKneQcCPwY+C6yMiE0eqFeSJEk9s8GglZljM3OfzPydzNw7Mw+PYjyOAZl5fWaOAT4K/Anw84jYvR5FS5Ik9TWb0zo2AJjX8SYz7wAOBX4CrNpCdUmSJKmTTb4RITNXAcfVTO6XmV/dMiVJkiSpVo9b2iJiQER8sYvp7wVeiogfRMS2W7Q6SZIkAT0IbRGxd0RcCCRwbkQcFhHXRsT25SK/Bj4GnADs0XulSpIk9V0be2D8WOB+imeHrqG4Zu0loAV4LCKOycy1wCeBX2Tmo71briRJUt+0wWvaMvPpiPhsZv747Un5K+DjEXEkcGVEzAPGAYf3cq2SJEl91gZDW0QcD6yKiI8BA4HtImIaMBL4XYoWt/2AczJzYW8XK0mS1Fdt7O7RvwBWUgyu+xYwCNgdWARcCUwBDgL+JSJmZeZrvVeqJElS37Wx7tGJEfGRzPwJQEQ8lZn/MyL2A4aWIe32iHgAuBCY1vslS5Ik9T0b6x6dBPwjsFc5Kcvfwyla4SaV7/8aeL03CtTWb3Trbhx36byNL6itzqAhw5l75fmNLqNH2lrHNLoESX3cxrpH7wBGR8QPy/c7lq+HAB/qNH01cDPw371TprZmM2be0OgSJElqehvrHm2PiHuBxcDDwB9QPCQe4L3AXOAZYAfg8oj4UWba4iZJkrSF9eQxVnMobkb4PnBhZl4FUA758UKn95OA0dhNKkmStMX15DFWD1G0tG1DcRdph18Cx3a8ycyPZOaTW7Y8SZIkQQ9a2jJzVqe3e3d6fSXFTQqSJEnqZT3pHu1SZr6yJQuRJElS93rSPSpJkqQGM7RJkiRVgKFNkiSpAjb7mra+6tQTj2fpogWNLkPaKjy1eBktu+y98QWlimlrHcP1M69udBnayhjaNtHSRQu46fQ9G12GtFXY64vzmHjKxY0uQ9riqvJ4NlWL3aOSJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFXAgHrsJCLOBs4AFtfMGgwsy8zJETEIyMxsr1l3ADAgM9+qR62SJEnNqC6hDVgJTM/MKyLiEGBEZt4cEWOBb5bLTAH+NCLaa9bdBrgG+Os61SpJktR06hXa1gIZETOAg4DBETEF+FI5j8y8FLi0TvVIkiRVSr1CW79yX98Bfg3sQtF6tkOd9i9JklRp9QptOwIvAxOBV8qfg4F5nReKiAeB1UB2TKK4zu3g7jYcEVOBqQBtbW1bvHBJkqRmUK/Q1gbcA1wCtFOEshbgxM4LZeYBm7rhzLwMuAxgwoQJuZHFJUmSKqleoW0cRbfoauDY8vddddq3JElS5fV6aIuIIcDozFwWEY8As8tZD3da5iBgBsVdpl0ZAJyfmTf3arGSJElNqh4tbZOAawEy85yOiRHRH7gBmA88BByUmW92tYGIGFiHOiVJkppWr4e2zLyuq9CVmWsi4jxgfmaupugy7W4btWO3SZIk9Sl1uaatu9CVmU/UY/+SJElV57NHJUmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCBjS6gKoZ3bobx106r9FlSFuFQUOGM/fK8xtdhrTFtbWOaXQJ2goZ2jbRjJk3NLoESZLUB9k9KkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDBdZvUqScez9JFCxpdhtSrnlq8jJZd9m50GZLqrK11DNfPvLrRZVSOoa1JLV20gJtO37PRZUi9aq8vzmPiKRc3ugxJdebj6zaP3aOSJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFXAgHrsJCLOBs4AFtfMGgwsy8zJ9ahDkiSpquoS2oCVwPTMvCIiDgFGZObNETEW+CZARHwK+BrwZs26w4EpmfnzOtUqSZLUdOoV2tYCGREzgIOAwRExBfhSOY/MvA64rnbFiLALV5Ik9Xn1Cm39yn19B/g1sAtwDbDDxlbMzLW9W5okSVLzq1cr1o7lviYCrwCPAQcDo97thiNiakTMiYg5L7zwwrvdnCRJUlOqV0tbG3APcAnQDiTQApz4bjecmZcBlwFMmDAh3+32JEmSmlG9Qts4im7R1cCx5e+7OmaW161FZq7pauWI2AbIzFzd+6VKkiQ1n14PbRExBBidmcsi4hFgdjnr4U6LfQz4WkR0GdqAgcCZgHeQSpKkPqkeLW2TgGsBMvOcjokR0R+4AZifmbOAWXWoRZIkqZJ6PbRl5nURMbCL6Wsi4jxgfm/XIEmSVHV1uaYtM9u7mf5EPfYvSZJUdQ5cK0mSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVMKDRBahro1t347hL5zW6DKlXDRoynLlXnt/oMiTVWVvrmEaXUEmGtiY1Y+YNjS5BkiQ1EbtHJUmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBTi4rtRgp554PEsXLWh0GQ3x1OJltOyyd6PLUJ20tY7h+plXN7oMqbIMbVKDLV20gJtO37PRZTTEXl+cx8RTLm50GaoTH1kmvTt2j0qSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAED6rGTiDgbOANYXDNrMLAsMyfXow5JkqSqqktoA1YC0zPziog4BBiRmTdHxFjgm3WqQZIkqbLqFdrWAhkRM4CDgMERMQX4UjlPkiRJG1Cv0Nav3Nd3gF8DuwDXADsARMQ2wCBgRWa+I8RFRAuwJjPb61SvJElSU6lXaNsReBmYCLxS/hwMzCvnfwiYAbwREbWhLYAW4MvAD2s3HBFTgakAbW1tvVG7JElSw9UrtLUB9wCXAO1AUgSxEwEy83Zgt83ZcGZeBlwGMGHChNwSxUqSJDWbeoW2cRTdoquBY8vfd9Vp35IkSZXX66EtIoYAozNzWUQ8AswuZz3c2/uWJEnaWtSjpW0ScC1AZp7TMTEi+gM3APPrUIMkSVKl9Xpoy8zrImJgF9PXRMR5GNokSZI2qi7XtHU3VEdmPlGP/UuSJFWdzx6VJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAoY0OgCpL5udOtuHHfpvEaX0RCDhgxn7pXnN7oM1Ulb65hGlyBVmqFNarAZM29odAmSpAqwe1SSJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAowtEmSJFWAoU2SJKkCDG2SJEkVYGiTJEmqAEObJElSBRjaJEmSKsDQJkmSVAGGNkmSpAqIzGx0DVtMRLwALOjl3YwClvXyPvTueZyqweNUHR6ravA4VUPHcdotM3fs6UpbVWirh4iYk5kTGl2HNszjVA0ep+rwWFWDx6kaNvc42T0qSZJUAYY2SZKkCjC0bbrLGl2AesTjVA0ep+rwWFWDx6kaNus4eU2bJElSBdjSJkmSVAGGtg2IiG0i4qZO7wdHxOyIeCQiro7CO6Y1sua+LCIOjIhnI+Jn5c8+Hp/m5HFpbl38XXqfx6u5dD4/eW5qXjXH6V2fowxt3YiIFuBB4MOdJp8EPJuZ7wNGlPO6mqbGGAF8JzMPLX9+g8enWXlcmtt6f5eAA/F4NY0uzk+em5pQF8fpXZ+jDG3dyMw3M3Nf4NlOk48Eflq+vhP4g26mqTFGAJ+MiPsj4vryfywen+bkcWlu6/1dAo7C49U0ujg/eW5qQl0cp3d9jjK0lSLi252aLH8WERd3sdhI4NXy9WvADt1MUx3UHjNgCvC1zDwI2Bn4EB6fZuVxaW7zWP/v0vF4vJqZ56ZqqP17tcnnqAG9Wl6FZOaZPVhsGTCsfD2sfD+0i2mqg9pjFhEjgeXl26eB0XR9zNR4Hpfm9jTwaKfX78fj1cw8N1XD06z/92qTz1G2tG2aO4CPlK+PBP6jm2lqjD8DToiIfsDvUfzl8Pg0J49Lc6v9u/TneLyameemanjX5yhD26b5AdAaEXOBlyj+sLuapsb4FnAK8Avgxsx8DI9Ps/K4NLf1/i4BM/B4NTPPTdXwrs9RDq4rSZJUAba0SZIkVYChTZIkqQIMbZIkSRVgaJOkXhARQxpdg6Sti6FN0lYnIgZFxLHl6/sj4lPl6927Wf7piHgqIh6t+flNRGR5i/6m7H9P4PmIGNXFvPaI2HczPpakPs7BdSVtFSLiE8D+wATgMOCFiFgDtAOrIuJjwA8iYmJmPl6zejswNTPvqtnmWOCJzFzbadpBwL3A2MxcEhH7AfcDewKLgW2Awylu3V8REcMz85VOm10JrNoyn1pSX2Jok7S12IEifD0JvJmZHa1rXwIyM2dHxL8BnwW+VrPuWuDKiHijZvo25bx1MvP+iLgb+FPgq8A5wNWZuTAijgZmAf0pwtkyYEBEtGTmmnITawDHWpK0yQxtkrYWMylasP4Y2KXT9LeAgeXrLwD9I2KbzOzc2tUfOKWblrbfdrGvi4AbIuJ7wB8B7wPIzNsiYjvgNxTPwn0tMx+OiO9HxMeBV4DtgTsiIoFWYJvMXL25H1pS3+HgupK2ChHxW2AQsC3QArxQzhpF0er1evl+IPD3mfnNTuv+jOLBzWtYX5Tb27NTS1nHOvdQtO49kpmf7TT9c8CBFAFtSGZOi4gZwDOZeUFEvAIcTBEm52em1xZL6hFb2iRtFTJzL4CImAJ8rFP36D8BT2fm30TE7wM7ZObd5byBwOrMPHRD247CoMxc2WnydOBHwMmdltsJ+BvgEuCDQEvZwlYbBjvYwiapxwxtkrZG20bEH1C0di2iaEUD+EuKVre7y/c3AHtFROeu0hHAEODZTtMCGBQR+2bminLaBzr9frh8/QLw78Bwila4gcAYimvYzi0D5fYUNykkXtsmaRPYPSqp8iJiBMWDmPcDPgTsRBHM/pIiQJ1C8bDmq4H3ZubLNet/CpiTmU9HxGnAEZl50kb29zRwMcUNCXtmZnvNMhcAQzPzixHxXeC5LrpHH8/Mwe/280vqG7yWQtLW4HXgD4D7gBnA7Mw8OjPvoQhvhwL/AvxJF4EtgH8Gduw0+diIeKQcq+23EXFFzf7OBX6RmX9F0Zo3pdzWLhHx+Yi4CJgMTImIl4Huglls9ieW1OcY2iRVXmauzszjMvM7wMKa2QdS3B06LzN/HBH9I+L3Os0/kqJL9MyI2L6cdnNmvi8zfy8z98rMz3csXC5zNsU1bVBcw/bliBhA0fX5pxQtfcuA24D3UwxF0hX/DZbUY/6DIWlrMwJYHREfjIgbge9TtIyNi4h/oLgG7b8iYpuyle0i4AyKAXLnAp8DtouIHSJiQBnyto+IPSNiOHAWxZ2gPyn3N5Pi2rWTM/PxzDwgM6dStPo9n5lPU1w/fG5EPE3RMncr8DOKMClJPWJok7TViIifAn8F3ELRZbqQ4hq271M8peAg4B6KlrRVwP+hCFxXla10BwD/l2KYjweAFymuPXsJ+BXQLzMvzsz3dewzM1dl5q6ZeWVNOQN5e3y4ARTDjIzt+KG4rm1x2UInSRvljQiSthoRsRewNDNf3cAy+1KMj7Y8ItooBrd9sm5FStJmMrRJkiRVgN2jkiRJFWBokyRJqgBDmyRJUgUY2iRJkirA0CZJklQBhjZJkqQK+H/9fKeLoVLnZQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 720x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n",
    "y1 = np.array([58, 120, 86, 20, 139, 57, 139])\n",
    "y2 = np.array([30,88,100,60,40,70,30])\n",
    "plt.figure(figsize=(10,7))#设置画布的尺寸\n",
    "\n",
    "plt.barh(x,y1, label='系列1',alpha = 0.7,edgecolor = 'black')\n",
    "plt.barh(x,-y2, label='系列2',alpha = 0.7,edgecolor = 'black')\n",
    "\n",
    "plt.title('基础柱状图——正负柱状图',fontsize=20) #设置标题\n",
    "plt.xlabel('我是X轴',fontsize=14) #设置x轴\n",
    "plt.ylabel('我是Y轴',fontsize=14) #设置y轴\n",
    "\n",
    "plt.legend(loc=2,fontsize=13)  # 设置图例位置\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 基础柱状图——修改纵坐标开始位置"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x700 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = ['周一', '周二', '周三', '周四', '周五', '周六', '周日']\n",
    "y1 = np.array([1,2,3,4,5,6,7])\n",
    "\n",
    "\n",
    "plt.figure(figsize=(10,7),dpi = 100)#设置画布的尺寸\n",
    "\n",
    "plt.bar(x = x,height = y1, label='我是图例',color = 'deeppink',alpha = 0.5,edgecolor = 'black',bottom=[0,1,2,3,4,5,6])\n",
    "\n",
    "plt.title('基础柱状图——修改纵坐标开始位置',fontsize=20) #设置标题\n",
    "plt.xlabel('我是X轴',fontsize=14) #设置x轴\n",
    "plt.ylabel('我是Y轴',fontsize=14) #设置y轴\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
